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Parallel Computing Hits the Power Wall: Principles, Challenges, and a Survey of Solutions de Arthur Francisco Lorenzon

Parallel Computing Hits the Power Wall: Principles, Challenges, and a Survey of Solutions: SpringerBriefs in Computer Science

Autor Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck Filho
en Limba Engleză Paperback – 14 noi 2019
This book describes several approaches to adaptability that are applied for the optimization of parallel applications, such as thread-level parallelism exploitation and dynamic voltage and frequency scaling on multicore systems.

This book explains how software developers can apply a novel technique to adapt the number of threads at runtime without any modification in the source code nor recompilation.

This book is useful for software developers in general since it offers realistic examples throughout to demonstrate various techniques presented.
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Specificații

ISBN-13: 9783030287184
ISBN-10: 3030287181
Pagini: 88
Ilustrații: XIII, 88 p. 32 illus., 14 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.16 kg
Ediția:1st ed. 2019
Editura: Springer International Publishing
Colecția Springer
Seria SpringerBriefs in Computer Science

Locul publicării:Cham, Switzerland

Cuprins

1 Run-time Adaptability: The Key for Improving Parallel Applications.- 2 Fundamental Concepts.- 3 The impact of Parallel Programming Interfaces on Energy.- 4 Tuning Parallel Applications.- 5 Case Study: DCT with Aurora.- 6 Conclusions.

Notă biografică

Arthur Francisco Lorenzon received his Dr. degree from Federal University of Rio Grande do Sul (UFRGS), Brazil, in 2018. Currently, he is a professor at Federal University of Pampa (UNIPAMPA), in charge of Parallel Computing, Embedded Systems, and Computer Organization disciplines at the undergraduate and graduate levels. His primary research interests include the parallelism exploitation in multicore systems, evaluation of different parallel programming interfaces, and the design of approaches to automate and optimize the thread-level parallelism exploitation.

Antonio Carlos Schneider Beck Filho received his Dr. degree from UFRGS, Brazil, in 2008. Currently, he is a professor at the Applied Informatics Department at the Informatics Institute of UFRGS, in charge of Embedded Systems and Computer Organization disciplines at the undergraduate and graduate levels. His primary research interests include computer architectures and embedded systems design, focusing on powerconsumption.

Caracteristici

Covers all strategies that have been proposed in the last decades to optimize parallel applications Presents as a case study a novel approach for improving the energy-efficient of parallel computing Explains how software developers can apply a novel technique to adapt the number of threads at runtime without any modification in the source code nor recompilation